Farming was bad, but before the labor movement, factories were generally worse. People chose to move to factories not because they were superior to farming but because their old livelihoods were taken from them.
Factories paid better. The working conditions might have been bad but factories paid so much more that people did it anyway, it isn't that you couldn't be a farmer but working in a factory made you richer.
